S2L

A GUI interface that can segment images with excel sheet generation.

Example image generated by this program

Roadmap

• More features

• Optimizations (REALLY IMPORTANT)

Credits

• Cellpose

Building into a single executable

See this

Installation

Prerequisites

• A working Cuda Toolkit 12.4 install (You don't really need this but it is recommended)

For installation there are 2 options

Exe Method

Download and execute the executable from the releases tab

Manual Method

Clone this repo and install requirements. I recommend to do this in an env

git clone https://github.com/aftabnadim/S2L.git && cd S2L && pip3 install -r requirements.txt

Install Pytorch.

pip install torch

or Install Pytorch CUDA

pip3 install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu124

Start GUI

python main.py

Dataset Example

A dataset example is found in the ExampleDataset folder, use that for guidelines. (Files can be named anything)